• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Strategizing the Use of Generative AI in Learning Design

    Skills you'll gain: Responsible AI, Generative AI, ChatGPT, LLM Application, Education Software and Technology, AI Integrations, Design Strategies, Artificial Intelligence, Data Ethics, Content Creation, Professional Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    C++ Crash Course - Quick and Practical Learning

    Skills you'll gain: C and C++, File I/O, Memory Management, Code Reusability, Computer Programming Tools

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud en Français

    Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Dashboard Creation, Google Cloud Platform, Data Lakes, Real Time Data, PySpark, Dashboard, Apache Kafka, Tensorflow, Data Governance, Apache Spark, Data Warehousing, Data Import/Export, Data Processing, Extract, Transform, Load, Unstructured Data, Big Data, Operational Databases

    4.4
    Rating, 4.4 out of 5 stars
    ·
    58 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud em Português

    Skills you'll gain: Model Deployment, Data Pipelines, Real Time Data, Google Cloud Platform, Dataflow, Data Warehousing, Dashboard Creation, Data Preprocessing, Data Governance, Tensorflow, Big Data, Feature Engineering, Data Lakes, Dashboard, Extract, Transform, Load, Apache Spark, Metadata Management, Apache Hadoop, MLOps (Machine Learning Operations), Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    126 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of London

    ICT in Primary Education: Transforming children's learning across the curriculum

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Technology Strategies, digital literacy, End User Training and Support, Infrastructure Architecture, Digital Transformation, System Implementation, Innovation, Content Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    201 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Cambridge

    Learning and memory in the brain: a guide for teachers

    Skills you'll gain: Childhood Education and Development, Human Learning, Child Development, Teaching, Learning Theory, Instructional Strategies, K-12 pedagogy, Pedagogy, Learning Strategies, Developmental Disabilities, Disabilities, Autism Spectrum Disorders, Special Education, Human Development, Differentiated Instruction, Interactive Learning, Neurology, Diversity Awareness

    4.9
    Rating, 4.9 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Co-creation and challenge-based learning in Higher Education

    Skills you'll gain: Creative Problem-Solving, Student-Centred Learning, Entrepreneurship, Train The Trainer, Digital pedagogy, Problem Solving, Innovation, Creativity, Creative Thinking, Higher Education, Ideation, Collaboration, Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI

    Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Application Deployment, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Knowledge of Apple Software, Machine Learning Software, Image Analysis, Real Time Data, Mobile Development, User Interface (UI) Design, Model Deployment, User Interface and User Experience (UI/UX) Design, Model Training, Predictive Modeling, UI Components, Computer Vision, Natural Language Processing, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Dashboard Creation, Model Deployment, Data Preprocessing, Data Lakes, Dashboard, Tensorflow, Data Warehousing, Real Time Data, Unstructured Data, Model Training, Apache Spark, Apache Airflow, Big Data, Cloud Engineering, Applied Machine Learning, Cloud Storage, Data Storage

    Intermediate · Specialization · 3 - 6 Months

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning Capstone: The Reflective Practitioner

    Skills you'll gain: Lesson Planning, Teaching, Pedagogy, Planning, Education and Training, Professional Development, Peer Review, Constructive Feedback, Student Engagement, Human Learning, Growth Mindedness, Rapport Building, Collaboration

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional de Colombia

    Learning to be caregivers for people with chronic conditions

    Skills you'll gain: Caregiving, Critical Thinking, Stress Management, Chronic Diseases, Emotional Intelligence, Adaptability

    Beginner · Course · 1 - 3 Months

  • I

    IBM

    Reproducible Training Data and ML-Ready Data Pipelines

    Intermediate · Course

1…727374…834

In summary, here are 10 of our most popular applied machine learning courses

  • Strategizing the Use of Generative AI in Learning Design: University of Michigan
  • C++ Crash Course - Quick and Practical Learning: Packt
  • Data Engineer, Big Data and ML on Google Cloud en Français: Google Cloud
  • Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
  • ICT in Primary Education: Transforming children's learning across the curriculum: University of London
  • Learning and memory in the brain: a guide for teachers: University of Cambridge
  • Co-creation and challenge-based learning in Higher Education: Universitat Autònoma de Barcelona
  • Build Intelligent iOS Apps with Core ML 3: Learn & Apply AI: EDUCBA
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Foundations of Teaching for Learning Capstone: The Reflective Practitioner: Commonwealth Education Trust

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok